CALIBRATOR
Concept illustration of public-interest research and creative work
Research & developmentWhat we are building

Here is what we have built. Here is why it matters.

Calibrator develops evidence-integrity tools, practical support systems, responsible inventions, clean-energy concepts and public-interest proposals—then moves each one through testing, validation and responsible disclosure.

Built so far

Made with a purpose. Built to be useful.

Here is what has been built—and what comes next.

Illustration of neighbours building a welcoming place together
Early version built

A little less juggling at home

The Family Control Centre brings family coordination into one app. An early version has been built and tested locally; the next step is learning how it fits real family routines.

Explore the family app
Illustration of people making and testing useful tools together
Website live

A place for your ideas

We launched TimeToCalibrate.ca with dedicated project pages, The Calibrator’s public founder letter and a way to send ideas directly to the project. Explore the work, get in touch and find a practical way to contribute in one place.

Bring your idea
Illustration of a community gathering around a shared project
Films prepared

Stories worth sharing

We created captioned short films, including “Who Is Missing From the Room?” and “Your Ideas Matter.” They bring the project’s central question to life: what do people closest to a problem see that everyone else misses?

See what we have made

Watch the story. Help carry it forward.

Illustrative film · Captioned · 24 seconds

Interac e-Transfer: calibrator.connect@gmail.com

Third Eye on AI — watching the watchers

Third Eye on AI is CaLiBRATE’s public-facing arm for AI oversight, films and plain-language discussion. It connects questions about AI behaviour and human impact with practical software development, including CDI evidence review, Anchor continuity tooling and NeuroWeave-related research. The goal is more stable, accountable AI; the work remains in development and subject to testing and independent challenge.

Evidence and decision tools

Protected evidence-integrity work is being developed to help people distinguish evidence, interpretation, uncertainty and claims. Public descriptions remain high-level, and strong performance claims remain gated behind independent validation.

  • Evidence-first outputs
  • Explicit uncertainty
  • Independent validation before strong claims

Practical support systems

We built the Family Control Centre integrated software alpha. Its September 2 release passed 567 local software checks. The work brings family coordination and privacy safeguards into a working development build.

Responsible inventions

Calibrator is developing physical products related to human movement and energy efficiency, moving them through design, documentation, prototype planning and focused validation.

Energy-efficiency concepts

Energy development focuses on converting overlooked environmental and human movement into useful power through practical, testable systems.

Creative public-interest work

We created captioned short films including “Who Is Missing From the Room?” and “Your Ideas Matter,” along with campaign illustrations and accessible subtitles. Each gives people a direct invitation to share what they see and support the work.